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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

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Amar Chand

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Open access Aug 2026

Robust Object Recognition Using NIG-SHAPE Hybrid Features and Stacking on COIL-100

Object recognition on controlled multi-view benchmarks can produce deceptively high clean accuracy, making it difficult to distinguish a genuinely informative representation from a model that mainly exploits stable appearance. This study develops and evaluates an interpretable recognition pipeline in which geometric in...

Amar Chand, Ravinder Singh Madhan · 0 citations

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